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21bd16bb59
Create document loader for Airtable
147 lines
5.8 KiB
ReStructuredText
147 lines
5.8 KiB
ReStructuredText
Document Loaders
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==========================
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.. note::
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`Conceptual Guide <https://docs.langchain.com/docs/components/indexing/document-loaders>`_
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Combining language models with your own text data is a powerful way to differentiate them.
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The first step in doing this is to load the data into "Documents" - a fancy way of say some pieces of text.
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The document loader is aimed at making this easy.
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The following document loaders are provided:
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Transform loaders
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------------------------------
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These **transform** loaders transform data from a specific format into the Document format.
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For example, there are **transformers** for CSV and SQL.
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Mostly, these loaders input data from files but sometime from URLs.
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A primary driver of a lot of these transformers is the `Unstructured <https://github.com/Unstructured-IO/unstructured>`_ python package.
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This package transforms many types of files - text, powerpoint, images, html, pdf, etc - into text data.
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For detailed instructions on how to get set up with Unstructured, see installation guidelines `here <https://github.com/Unstructured-IO/unstructured#coffee-getting-started>`_.
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.. toctree::
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:maxdepth: 1
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:glob:
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./document_loaders/examples/airtable.ipynb
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./document_loaders/examples/audio.ipynb
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./document_loaders/examples/conll-u.ipynb
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./document_loaders/examples/copypaste.ipynb
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./document_loaders/examples/csv.ipynb
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./document_loaders/examples/email.ipynb
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./document_loaders/examples/epub.ipynb
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./document_loaders/examples/evernote.ipynb
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./document_loaders/examples/excel.ipynb
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./document_loaders/examples/facebook_chat.ipynb
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./document_loaders/examples/file_directory.ipynb
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./document_loaders/examples/html.ipynb
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./document_loaders/examples/image.ipynb
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./document_loaders/examples/jupyter_notebook.ipynb
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./document_loaders/examples/json.ipynb
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./document_loaders/examples/markdown.ipynb
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./document_loaders/examples/microsoft_powerpoint.ipynb
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./document_loaders/examples/microsoft_word.ipynb
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./document_loaders/examples/odt.ipynb
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./document_loaders/examples/pandas_dataframe.ipynb
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./document_loaders/examples/pdf.ipynb
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./document_loaders/examples/sitemap.ipynb
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./document_loaders/examples/subtitle.ipynb
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./document_loaders/examples/telegram.ipynb
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./document_loaders/examples/toml.ipynb
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./document_loaders/examples/unstructured_file.ipynb
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./document_loaders/examples/url.ipynb
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./document_loaders/examples/web_base.ipynb
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./document_loaders/examples/weather.ipynb
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./document_loaders/examples/whatsapp_chat.ipynb
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Public dataset or service loaders
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----------------------------------
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These datasets and sources are created for public domain and we use queries to search there
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and download necessary documents.
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For example, **Hacker News** service.
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We don't need any access permissions to these datasets and services.
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.. toctree::
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:maxdepth: 1
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:glob:
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./document_loaders/examples/arxiv.ipynb
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./document_loaders/examples/azlyrics.ipynb
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./document_loaders/examples/bilibili.ipynb
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./document_loaders/examples/college_confidential.ipynb
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./document_loaders/examples/gutenberg.ipynb
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./document_loaders/examples/hacker_news.ipynb
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./document_loaders/examples/hugging_face_dataset.ipynb
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./document_loaders/examples/ifixit.ipynb
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./document_loaders/examples/imsdb.ipynb
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./document_loaders/examples/mediawikidump.ipynb
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./document_loaders/examples/wikipedia.ipynb
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./document_loaders/examples/youtube_transcript.ipynb
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Proprietary dataset or service loaders
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--------------------------------------
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These datasets and services are not from the public domain.
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These loaders mostly transform data from specific formats of applications or cloud services,
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for example **Google Drive**.
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We need access tokens and sometime other parameters to get access to these datasets and services.
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.. toctree::
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:maxdepth: 1
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:glob:
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./document_loaders/examples/airbyte_json.ipynb
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./document_loaders/examples/apify_dataset.ipynb
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./document_loaders/examples/aws_s3_directory.ipynb
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./document_loaders/examples/aws_s3_file.ipynb
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./document_loaders/examples/azure_blob_storage_container.ipynb
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./document_loaders/examples/azure_blob_storage_file.ipynb
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./document_loaders/examples/blackboard.ipynb
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./document_loaders/examples/blockchain.ipynb
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./document_loaders/examples/chatgpt_loader.ipynb
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./document_loaders/examples/confluence.ipynb
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./document_loaders/examples/diffbot.ipynb
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./document_loaders/examples/discord_loader.ipynb
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./document_loaders/examples/docugami.ipynb
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./document_loaders/examples/duckdb.ipynb
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./document_loaders/examples/fauna.ipynb
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./document_loaders/examples/figma.ipynb
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./document_loaders/examples/gitbook.ipynb
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./document_loaders/examples/git.ipynb
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./document_loaders/examples/google_bigquery.ipynb
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./document_loaders/examples/google_cloud_storage_directory.ipynb
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./document_loaders/examples/google_cloud_storage_file.ipynb
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./document_loaders/examples/google_drive.ipynb
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./document_loaders/examples/image_captions.ipynb
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./document_loaders/examples/iugu.ipynb
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./document_loaders/examples/joplin.ipynb
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./document_loaders/examples/microsoft_onedrive.ipynb
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./document_loaders/examples/modern_treasury.ipynb
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./document_loaders/examples/notiondb.ipynb
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./document_loaders/examples/notion.ipynb
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./document_loaders/examples/obsidian.ipynb
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./document_loaders/examples/psychic.ipynb
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./document_loaders/examples/pyspark_dataframe.ipynb
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./document_loaders/examples/readthedocs_documentation.ipynb
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./document_loaders/examples/reddit.ipynb
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./document_loaders/examples/roam.ipynb
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./document_loaders/examples/slack.ipynb
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./document_loaders/examples/snowflake.ipynb
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./document_loaders/examples/spreedly.ipynb
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./document_loaders/examples/stripe.ipynb
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./document_loaders/examples/tomarkdown.ipynb
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./document_loaders/examples/twitter.ipynb
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